Publications

Found 617 results
Type [ Year(Desc)]
2022
C Ogbogu, AI Arka, BK Joardar,, H Li, K Chakrabarty, and PP Pande. "Accelerating Large-Scale Graph Neural Network Training on Crossbar Diet." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 41, no. 11 (2022): 3626-3637.
Z Li, Q Zheng, B Yan, R Huang, B Li, and Y Chen. "ASTERS: Adaptable Threshold Spike-timing Neuromorphic Design with Twin-Column ReRAM Synapses." In Proceedings Design Automation Conference, 1099-1104. 2022.
Z Gao, M Tang, A Li, and Y Chen. "An Audio Frequency Unfolding Framework for Ultra-Low Sampling Rate Sensors." In Proceedings International Symposium on Quality Electronic Design, Isqed. Vol. 2022-April. 2022.
X Chen, D Li, Y Chen, and J Xiong. "Boosting the sensing granularity of acoustic signals by exploiting hardware non-linearity." In Hotnets 2022 Proceedings of the 2022 21st Acm Workshop on Hot Topics in Networks, 53-59. 2022.
E Hanson, S Li, HH Li, and Y Chen. "Cascading Structured Pruning: Enabling High Data Reuse for Sparse DNN Accelerators." In Proceedings International Symposium on Computer Architecture, 522-535. 2022.
Z Xie, S Li, M Ma, CC Chang, J Pan, Y Chen, and J Hu. "DEEP: Developing extremely efficient runtime on-chip power meters." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. 2022.
E Hanson, S Li, X Qian, H Li, and Y Chen. "DyNNamic: Dynamically Reshaping, High Data-Reuse Accelerator for Compact DNNs." Ieee Transactions on Computers (2022): 1-12.
X Yang, H Yang,, PP Pande, K Chakrabarty, and H Li. "ESSENCE: Exploiting Structured Stochastic Gradient Pruning for Endurance-aware ReRAM-based In-Memory Training Systems." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems (2022): 1.
M Tang, X Ning, Y Wang, J Sun, H Li, and Y Chen. "FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning." In Proceedings of the Ieee Computer Society Conference on Computer Vision and Pattern Recognition, 10092-10101. Vol. 2022-June. 2022.
Y Chen, and Q Qiu. "Guest Editorial: IEEE TC Special Issue on Software, Hardware and Applications for Neuromorphic Computing." Ieee Transactions on Computers 71, no. 11 (2022): 2705-2706.
HH Li. "Guest Editorial Special Issue on the International Symposium on Integrated Circuits and Systems - ISICAS 2022." Ieee Transactions on Circuits and Systems I: Regular Papers 69, no. 12 (2022): 4730.
HH Li, AR Alameldeen, and O Mutlu. "Guest Editors' Introduction: Near-Memory and In-Memory Processing." Ieee Design & Test 39, no. 2 (2022): 46-47.
C Wu, X Yang, H Yu, R Peng, I Takeuchi, Y Chen, and M Li. "Harnessing optoelectronic noises in a photonic generative network." Science Advances 8, no. 3 (2022).
H Yang, X Yang, NZ Gong, and Y Chen. "HERO: Hessian-Enhanced Robust Optimization for Unifying and Improving Generalization and Quantization Performance." In Proceedings Design Automation Conference, 25-30. 2022.
P Sengupta, A Tyagi, Y Chen, and J Hu. "How good is your verilog RTL code? A quick answer from machine learning." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. 2022.
T Li, N Jing, Z Mao, and Y Chen. "A Hybrid-Grained Remapping Defense Scheme Against Hard Failures for Row-Column-NVM." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 41, no. 6 (2022): 1842-1854.
N Inkawhich, J Zhang, EK Davis, R Luley, and Y Chen. "Improving Out-of-Distribution Detection by Learning from the Deployment Environment." Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15 (2022): 2070-2086.
M Shafique, T Theocharides, H Li, and Jason C Xue. "Introduction to the Special Issue on Accelerating AI on the Edge - Part 2." Acm Transactions on Embedded Computing Systems 21, no. 6 (2022): 1-5.
Y Chen, and S Reda. "ISLPED 2021: The 25th Anniversary!" In Ieee Design & Test, 92-93. Vol. 39. 2022.
F Liu, W Zhao, Z Wang, Y Zhao, T Yang, Y Chen, and L Jiang. "IVQ: In-Memory Acceleration of DNN Inference Exploiting Varied Quantization." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 41, no. 12 (2022): 5313-5326.
X Lin, J Pan, J Xu, Y Chen, and C Zhuo. "Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 166-171. Vol. 2022-January. 2022.
Z Gao, A Li, D Li, J Liu, J Xiong, Y Wang, B Li, and Y Chen. "MOM: Microphone based 3D Orientation Measurement." In Proceedings 21st Acm/Ieee International Conference on Information Processing in Sensor Networks, Ipsn 2022, 132-144. 2022.
T Li, N Jing, J Jiang, Q Wang, Z Mao, and Y Chen. "A Novel Architecture Design for Output Significance Aligned Flow with Adaptive Control in ReRAM-based Neural Network Accelerator." Acm Transactions on Design Automation of Electronic Systems 27, no. 6 (2022).
Q Zheng, X Li, Y Guan, Z Wang, Y Cai, Y Chen, G Sun, and R Huang. "PIMulator-NN: An Event-Driven, Cross-Level Simulation Framework for Processing-In-Memory-Based Neural Network Accelerators." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 41, no. 12 (2022): 5464-5475.
Z Xie, R Liang, X Xu, J Hu, CC Chang, J Pan, and Y Chen. "Preplacement Net Length and Timing Estimation by Customized Graph Neural Network." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 41, no. 11 (2022): 4667-4680.

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